http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
Representations, Fuzzy Sets and Nonclassical Cardinality Theory
In recent years, an impetuous development of new, unconventional theories, methods, techniques and technologies in computer and information sciences, systems analysis, decision-making and control, expert systems, data modelling, engineering, etc. , resulted in a considerable increase of interest in adequate mathematical description and analysis of objects, phenomena, and processes which are vague or imprecise by their very nature. Classical two-valued logic and the related notion of a set, together with its mathematical consequences, are then often inadequate or insufficient formal tools, and can even become useless for applications because of their (too) categorical character: 'true - false', 'belongs - does not belong', 'is - is not', 'black - white', '0 - 1', etc. This is why one replaces classical logic by various types of many-valued logics and, on the other hand, more general notions are introduced instead of or beside that of a set. Let us mention, for instance, fuzzy sets and derivative concepts, flou sets and twofold fuzzy sets, which have been created for different purposes as well as using distinct formal and informal motivations. A kind of numerical information concerning of 'how many' elements those objects are composed seems to be one of the simplest and more important types of information about them. To get it, one needs a suitable notion of cardinality and, moreover, a possibility to calculate with such cardinalities. Unfortunately, neither fuzzy sets nor the other nonclassical concepts have been equipped with a satisfactory (nonclassical) cardinality theory.
Vaguely Defined Objects -- Basic Notions and Problems -- Mathematical Approaches to Vaguely Defined Objects -- Mathematical Approaches to Subdefinite Sets -- A Unifying Approximative Approach to Vaguely Defined Objects -- Nonclassical Cardinality Theory for Vaguely Defined Objects -- Equipotencies -- Generalized Cardinal Numbers -- Selected Applications -- Inequalities -- Many-Valued Generalizations -- Towards Arithmetical Operations -- Addition -- Multiplication -- Other Basic Operations -- Generalized Arithmetical Operations -- Cardinalities with Free Representing Pairs -- Further Modifications and Final Remarks.
Artificial Intelligence (incl. Robotics)
Theory and Decision Library, Series B: Mathematical and Statistical Methods ; 33